Executive Development Programme in Practical Data Analysis Techniques
-- ViewingNowThe Executive Development Programme in Practical Data Analysis Techniques is a certificate course designed to empower professionals with essential data analysis skills. In today's data-driven world, there's an increasing demand for experts who can interpret and apply data to make informed business decisions.
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โข Data Analysis Fundamentals: Understanding data types, data wrangling, data visualization, and data storytelling.
โข Descriptive Statistics: Measures of central tendency, measures of dispersion, and measures of shape.
โข Inferential Statistics: Hypothesis testing, confidence intervals, and p-values.
โข Exploratory Data Analysis (EDA): Data cleaning, data preparation, and data visualization techniques.
โข Predictive Modeling: Regression analysis, classification analysis, and time series forecasting.
โข Machine Learning: Supervised learning, unsupervised learning, and reinforcement learning.
โข Big Data Analysis: Hadoop, Spark, and NoSQL databases.
โข Data Privacy and Security: Data protection, data ethics, and data security best practices.
โข Data-Driven Decision Making: Data-driven culture, decision-making frameworks, and change management.
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